# Copyright 2019 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

# NOTE: This file is auto generated by the elixir code generator program.
# Do not edit this file manually.

defmodule GoogleApi.BigQuery.V2.Model.PrincipalComponentInfo do
  @moduledoc """
  Principal component infos, used only for eigen decomposition based models, e.g., PCA. Ordered by explained_variance in the descending order.

  ## Attributes

  *   `cumulativeExplainedVarianceRatio` (*type:* `float()`, *default:* `nil`) - The explained_variance is pre-ordered in the descending order to compute the cumulative explained variance ratio.
  *   `explainedVariance` (*type:* `float()`, *default:* `nil`) - Explained variance by this principal component, which is simply the eigenvalue.
  *   `explainedVarianceRatio` (*type:* `float()`, *default:* `nil`) - Explained_variance over the total explained variance.
  *   `principalComponentId` (*type:* `String.t`, *default:* `nil`) - Id of the principal component.
  """

  use GoogleApi.Gax.ModelBase

  @type t :: %__MODULE__{
          :cumulativeExplainedVarianceRatio => float() | nil,
          :explainedVariance => float() | nil,
          :explainedVarianceRatio => float() | nil,
          :principalComponentId => String.t() | nil
        }

  field(:cumulativeExplainedVarianceRatio)
  field(:explainedVariance)
  field(:explainedVarianceRatio)
  field(:principalComponentId)
end

defimpl Poison.Decoder, for: GoogleApi.BigQuery.V2.Model.PrincipalComponentInfo do
  def decode(value, options) do
    GoogleApi.BigQuery.V2.Model.PrincipalComponentInfo.decode(value, options)
  end
end

defimpl Poison.Encoder, for: GoogleApi.BigQuery.V2.Model.PrincipalComponentInfo do
  def encode(value, options) do
    GoogleApi.Gax.ModelBase.encode(value, options)
  end
end
